Single-Case Experimental Design

单案例实验设计
  • 文章类型: Journal Article
    目的:集体活动通常提供给养老院的居民,越来越多地采用以人为本的护理方法。这项研究的目的是比较基于蒙台梭利的阅读活动与更传统的阅读活动的影响。
    方法:使用了多基线设计,与3组5名老年人患有中度至重度痴呆。所有会议都由独立法官进行视频记录和分析,对我们的假设和条件视而不见。活动类型(讲故事或基于蒙台梭利的阅读)对口头互动的影响,参与度,使用病例间标准化平均差异方法,通过视觉分析和统计分析来估计情感和行为方面。
    结果:在口头互动的数量方面,发现支持基于蒙台梭利的活动存在显着差异。建设性和消极的参与和积极的影响表达,具有中等到较大的效应大小(从0.46到1.66)。
    结论:基于蒙台梭利的阅读小组活动似乎比更传统的讲故事活动更可取,为居民提供多种福利。根据参与者保留的能力和兴趣,它也可以针对患有严重痴呆症的人。
    OBJECTIVE: Group activities are commonly offered to residents of nursing homes, and increasingly with a person-centred care approach. The aim of this study is to compare the impacts of a Montessori-based reading activity with a more traditional reading activity.
    METHODS: A multiple baseline design was used, with 3 groups of 5 older adults with moderate to severe dementia. All sessions were videorecorded and analysed by independent judges, blinded to our hypotheses and conditions. Impacts of the type of activity (storytelling or Montessori-based reading) on verbal interactions, engagement level, affect and behavioural aspects were estimated with both visual analyses and statistical analyses using the between-case standardised mean differences method.
    RESULTS: Significant differences were found in favour of the Montessori-based activities with regard to the number of verbal interactions, constructive and passive engagement and positive affect expressed, with moderate to large effect size (from 0.46 to 1.66).
    CONCLUSIONS: The Montessori-based reading group activity really seems to be preferable to a more traditional storytelling activity, with multiple benefits for residents. Depending on the preserved abilities and interests of the participants, it can also be aimed at people with severe dementia.
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  • 文章类型: Journal Article
    这篇评论评估了单案例实验设计研究,该研究检查了利用惩罚元素进行的具有挑战性的行为干预措施。2013年至2022年发表的30篇文章符合研究纳入标准。还评估了研究质量。通过多层次的分析(例如,描述性统计,非参数统计),我们检查了(A)参与者和研究趋势,(B)与时间强化方法相关的不同结果(先行,因此,或组合强化)与惩罚元素一起应用,(c)与惩罚类型相关的不同结果(消极,正)与加固一起应用,(d)与同行评审和灰色文献中研究严谨性相关的效应大小。我们的结果可能初步表明,对于某些情况,与组合的时间强化方法相比,同时使用先前的强化方法进行惩罚可能会产生更大的效果大小,而与强化同时实施的积极惩罚可能与更大但不显著的干预效果一致。大多数精选文章都符合严格的标准,但在同行评审的文献中可以看到更大的效果.
    This review evaluated single-case experimental design research that examined challenging behavior interventions utilizing punishment elements. Thirty articles published between 2013 and 2022 met study inclusion criteria. Study quality was also assessed. Through multiple levels of analysis (e.g., descriptive statistics, non-parametric statistics), we examined (a) participant and study trends, (b) differential outcomes related to temporal reinforcement approaches (antecedent, consequent, or combined reinforcement) applied alongside punishment element(s), (c) differential outcomes related to the punishment type (negative, positive) applied alongside reinforcement, and (d) effect sizes associated with study rigor across peer-reviewed and gray literature. Our results may tentatively suggest that, for certain situations, concurrently applying punishment with antecedent reinforcement approaches may coincide with significantly larger effect sizes compared to combined temporal reinforcement approaches, while positive punishment applied concurrently with reinforcement may coincide with larger but non-significant intervention effects. Most featured articles met rigor criteria, but larger effects were seen in peer-reviewed literature.
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  • 文章类型: Journal Article
    广义线性混合模型(GLMM)在处理单案例实验设计(SCED)中的计数数据方面具有巨大的潜力。然而,应用研究人员在自己的研究中使用这种先进的统计技术时,在做出各种统计决策时面临挑战。这项研究通过研究选择适当的分布来处理由于过度分散和/或零膨胀而导致的SCED中不同类型的计数数据,从而专注于一个关键问题。为了实现这一点,我提出了两个模型选择框架,一个基于计算信息标准(AIC和BIC),另一个基于利用多阶段模型选择程序。模拟了四种数据场景,包括泊松,负二项(NB),零膨胀泊松(ZIP),和零膨胀负二项式(ZINB)。同一组模型(即,Poisson,NB,ZIP,和ZINB)适用于每种情况。在模拟中,通过评估模型选择偏差及其对治疗效果估计和推论统计的准确性的影响,我评估了两个框架内的10种模型选择策略。根据仿真结果和前期工作,我提供了关于在不同情况下应采用哪些模型选择方法的建议。的影响,局限性,并对未来的研究方向进行了展望。
    Generalized linear mixed models (GLMMs) have great potential to deal with count data in single-case experimental designs (SCEDs). However, applied researchers have faced challenges in making various statistical decisions when using such advanced statistical techniques in their own research. This study focused on a critical issue by investigating the selection of an appropriate distribution to handle different types of count data in SCEDs due to overdispersion and/or zero-inflation. To achieve this, I proposed two model selection frameworks, one based on calculating information criteria (AIC and BIC) and another based on utilizing a multistage-model selection procedure. Four data scenarios were simulated including Poisson, negative binominal (NB), zero-inflated Poisson (ZIP), and zero-inflated negative binomial (ZINB). The same set of models (i.e., Poisson, NB, ZIP, and ZINB) were fitted for each scenario. In the simulation, I evaluated 10 model selection strategies within the two frameworks by assessing the model selection bias and its consequences on the accuracy of the treatment effect estimates and inferential statistics. Based on the simulation results and previous work, I provide recommendations regarding which model selection methods should be adopted in different scenarios. The implications, limitations, and future research directions are also discussed.
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  • 文章类型: Journal Article
    上下文行为科学的最新出版物为使用捕获具体因素和过程的方法扩展干预功效研究提供了理论基础。我们对成人临床人群中接受和承诺疗法(ACT)文献中单例实验设计(SCED)的使用和质量进行了系统评价。系统审查是根据PRISMA指南和NAHL数据库进行的,MEDLINE,PsycINFO,搜索了Psycarticles和OpenGrey以获取同行评审的文章。通过审查所有全文研究的参考列表来寻求进一步的研究。根据WhatWorksClearinghouse(WWC)单案例设计标准对研究进行了评估。26项研究符合资格标准,并在所有实施多基线设计的研究团队中进行。24项研究不符合WWC标准,大多数研究未能确保参与者之间的一定程度的一致性。还捕获了随机化方法的程度。该综述强调了临床人群中ACT文献中SCED的稀疏性和当前的方法学实践。讨论了评论的局限性和对未来研究的启示。
    Recent publications within Contextual Behavioral Science provided a rationale for the expansion of intervention efficacy research using methods that capture idiographic factors and processes. We conducted a systematic review of the use and quality of single-case experimental designs (SCED) within the Acceptance and Commitment Therapy (ACT) literature in adult clinical populations. The systematic review was conducted according to PRISMA guidelines and the databases CINAHL, MEDLINE, PsycINFO, PsycArticles and OpenGrey were searched for peer-reviewed articles. Further studies were sought through review of reference lists of all full text studies. Studies were assessed against What Works Clearinghouse (WWC) single-case design standards. Twenty-six studies met eligibility criteria and were conducted within research teams all implementing multiple-baseline designs. Twenty-four studies did not meet WWC standards with most failing to ensure a degree of concurrence across participants. The extent of randomisation methods was also captured. The review highlights the sparsity of SCEDs within ACT literature in clinical populations and current methodological practices. Limitations of the review and implications for future research are discussed.
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  • 文章类型: Journal Article
    背景:造血细胞移植(HCT)是一种对血液肿瘤和某些类型的癌症的高度侵入性和危及生命的治疗方法,这些癌症可以挑战患者的意义结构。恢复含义(即,通过接受和承诺疗法(ACT)干预来增强心理灵活性,可以帮助建立对疾病和治疗负担的更灵活和重要的解释)。因此,本试验旨在研究与最低限度强化常规护理(mEUC)对照组相比,ACT干预对HCT后患者意义形成过程的影响以及改变的潜在机制.该试验将通过单例实验设计(SCED)得到加强,其中ACT干预措施将在具有各种干预前间隔的个体之间进行比较。
    方法:总共,将招募192名符合首次自体或同种异体HCT的患者进行双臂平行随机对照试验,将在线自助14天ACT培训与教育课程进行比较(HCT后的建议)。在这两种情况下,参与者将在门诊期间每天接受一次短期调查和干预建议(每天约5-10分钟).双盲评估将在基线进行,在干预期间,立即,1个月,干预后3个月。此外,6-9名参与者将被邀请参加SCED,并在完成ACT干预之前随机分配到干预前测量长度(1-3周)。随后在第2次和第3次干预后测量进行7天观察.主要结果是意义相关的痛苦。次要结果包括心理灵活性,有意义的应对,意义,和福祉以及全球和情境意义。
    结论:这项试验是第一项整合ACT和意义制定框架以减少意义相关困扰的研究,刺激意义的创造过程,并提高HCT接受者的福祉。通过统计上严格的具体方法来查看对谁以及何时有效,将加强对干预措施的测试,以解决接受HCT的患者特有的生存问题。由于HCT人群获得干预措施的机会有限,基于网络的ACT自助计划可能会填补这一空白。
    背景:ClinicalTrials.govID:NCT06266182。2024年2月20日注册。
    BACKGROUND: Hematopoietic cell transplantation (HCT) is a highly invasive and life-threatening treatment for hematological neoplasms and some types of cancer that can challenge the patient\'s meaning structures. Restoring meaning (i.e., building more flexible and significant explanations of the disease and treatment burden) can be aided by strengthening psychological flexibility by means of an Acceptance and Commitment Therapy (ACT) intervention. Thus, this trial aims to examine the effect of the ACT intervention on the meaning-making process and the underlying mechanisms of change in patients following HCT compared to a minimally enhanced usual care (mEUC) control group. The trial will be enhanced with a single-case experimental design (SCED), where ACT interventions will be compared between individuals with various pre-intervention intervals.
    METHODS: In total, 192 patients who qualify for the first autologous or allogeneic HCT will be recruited for a two-armed parallel randomized controlled trial comparing an online self-help 14-day ACT training to education sessions (recommendations following HCT). In both conditions, participants will receive once a day a short survey and intervention proposal (about 5-10 min a day) in the outpatient period. Double-blinded assessment will be conducted at baseline, during the intervention, immediately, 1 month, and 3 months after the intervention. In addition, 6-9 participants will be invited to SCED and randomly assigned to pre-intervention measurement length (1-3 weeks) before completing ACT intervention, followed by 7-day observations at the 2nd and 3rd post-intervention measure. The primary outcome is meaning-related distress. Secondary outcomes include psychological flexibility, meaning-making coping, meanings made, and well-being as well as global and situational meaning.
    CONCLUSIONS: This trial represents the first study that integrates the ACT and meaning-making frameworks to reduce meaning-related distress, stimulate the meaning-making process, and enhance the well-being of HCT recipients. Testing of an intervention to address existential concerns unique to patients undergoing HCT will be reinforced by a statistically rigorous idiographic approach to see what works for whom and when. Since access to interventions in the HCT population is limited, the web-based ACT self-help program could potentially fill this gap.
    BACKGROUND: ClinicalTrials.gov ID: NCT06266182. Registered on February 20, 2024.
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  • 文章类型: Journal Article
    使用单案例实验设计(SCED)来评估认知修复正在增长。SCED需要严格的方法和适当的主要结果选择。回顾评估获得性脑损伤(ABI)患者执行功能障碍的主要结果。使用Arksey和O\'Malley框架和PRISMA扩展范围审查(PRISMA-ScR)进行范围审查。搜索了五个数据库,结果纳入了21项研究。根据测量类型提取和分类主要结果,生态环境和可能偏见的来源。确定了各种各样的主要结果;其中大多数评估了现实生活活动或现实生活模拟环境中的行为表现。在结果中观察到的最常见的偏差是教练效应。这项范围审查的结果强调了在SCED研究中选择适当结果进行重复测量的重要性。直接观察目标行为是评估认知干预有效性的潜在黄金标准。
    The use of single-case experimental design (SCED) to evaluate cognitive remediation is growing. SCEDs require rigorous methodology and appropriate choice of primary outcomes. To review primary outcomes that assess executive function impairments in patients with acquired brain injury (ABI). A scoping review was conducted using the Arksey and O\'Malley framework and the PRISMA extension for scoping review (PRISMA-ScR). Five databases were searched resulting in the inclusion of twenty-one studies. Primary outcomes were extracted and classified according to the type of measure, ecological setting and sources of possible bias. A wide variety of primary outcomes were identified; the majority of which evaluated behavioural performance during a real-life activity or in a real-life simulated setting. The most frequent bias observed across outcomes was the coaching effect. The findings of this scoping review highlight the importance of selecting appropriate outcomes for repeated measures in SCED studies. Direct observation of the target behaviour is a potential gold standard for assessing the effectiveness of a cognitive intervention.
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  • 文章类型: Journal Article
    我们的目标是将单病例实验设计(SCED)基础设施与经验抽样方法(ESM)相结合,纳入德国门诊研究和培训诊所的标准诊断程序。基于常规结果监测的想法,SCED基础设施引入了密集的纵向数据收集,个人有效性措施,以及系统操纵以进一步推动个性化工作的机会。它旨在使心理治疗师和患者能够评估自己的治疗方法(具体观点),并使研究人员能够分析个性化心理治疗的公开问题(名义观点)。围绕敏捷研究的原则进行组织,我们计划发展,工具,并在持续利益相关者参与的六项连续研究中评估SCED基础设施:在项目开发阶段,SCED基础设施的业务模型被开发出来,描述了它在考虑上下文的情况下的愿景(研究1)。此外,基础架构的原型已指定,包括SCED程序,ESM协议,和ESM调查(研究2和3)。在优化阶段,测试可行性和可接受性,并相应地调整基础设施(研究4)。评估阶段包括一项试点实施研究,以评估实施成果(研究5),其次是使用机构内A-B设计的实际实施(研究6)。可持续性阶段涉及持续监测和改进。我们讨论了所生成的数据可以在多大程度上用于解决当前个性化心理治疗研究的问题。概述了实施过程中的预期障碍和限制。
    Our objective is to implement a single-case experimental design (SCED) infrastructure in combination with experience-sampling methods (ESM) into the standard diagnostic procedure of a German outpatient research and training clinic. Building on the idea of routine outcome monitoring, the SCED infrastructure introduces intensive longitudinal data collection, individual effectiveness measures, and the opportunity for systematic manipulation to push personalization efforts further. It aims to empower psychotherapists and patients to evaluate their own treatment (idiographic perspective) and to enable researchers to analyze open questions of personalized psychotherapy (nomothetic perspective). Organized around the principles of agile research, we plan to develop, implement, and evaluate the SCED infrastructure in six successive studies with continuous stakeholder involvement: In the project development phase, the business model for the SCED infrastructure is developed that describes its vision in consideration of the context (Study 1). Also, the infrastructure\'s prototype is specified, encompassing the SCED procedure, ESM protocol, and ESM survey (Study 2 and 3). During the optimization phase, feasibility and acceptability are tested and the infrastructure is adapted accordingly (Study 4). The evaluation phase includes a pilot implementation study to assess implementation outcomes (Study 5), followed by actual implementation using a within-institution A-B design (Study 6). The sustainability phase involves continuous monitoring and improvement. We discuss to what extent the generated data could be used to address current questions of personalized psychotherapy research. Anticipated barriers and limitations during the implementation processes are outlined.
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  • 文章类型: Meta-Analysis
    在进行单案例实验设计研究的荟萃分析时,研究人员可以选择许多效果指标。这些效果度量为数据的不同特征建模,因此,研究人员对效果测量的选择可能会导致对同一干预措施的不同结论。当前的研究调查了效果措施选择对签入签出(CICO)有效性结论的影响,学校范围内的积极行为干预和支持中常用的干预措施。使用22项研究中95例病例的7种不同效应指标的多水平荟萃分析,研究结果表明,所有效果指标均表明CICO在改善学生行为方面具有统计学意义。然而,当将结果与解释性指南进行比较时,影响的大小各不相同,这表明效果措施的选择可能会影响干预措施有效程度的结论。含义,局限性,并讨论了未来的方向。
    There are numerous effect measures researchers can select when conducting a meta-analysis of single-case experimental design research. These effect measures model different characteristics of the data, so it is possible that a researcher\'s choice of an effect measure could lead to different conclusions about the same intervention. The current study investigated the impact of effect measure selection on conclusions about the effectiveness of check-in check-out (CICO), a commonly used intervention within School-Wide Positive Behavior Interventions and Supports. Using a multilevel meta-analysis of seven different effect measures across 95 cases in 22 studies, findings suggested that all effect measures indicated statistically significant results of CICO in improving student behavior. However, the magnitude of the effects varied when comparing the results to interpretive guidelines, suggesting that the selection of effect measures may impact conclusions regarding the extent to which an intervention is effective. Implications, limitations, and future directions are discussed.
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  • 文章类型: Journal Article
    在单例实验设计(SCED)中经常遇到计数结果。广义线性混合模型(GLMM)在处理过度分散的计数数据方面表现出了希望。然而,在SCED的基线阶段存在过多的零引入了一个更复杂的问题,称为零膨胀,经常被研究者忽视。本研究旨在在单案例研究中的多基线设计(MBD)中处理零膨胀和过度分散的计数数据。它检查了各种GLMM的性能(泊松,负二项式[NB],零膨胀泊松[ZIP],和零膨胀负二项[ZINB]模型),用于估计治疗效果和生成推论统计数据。此外,一个真实的例子被用来证明零膨胀和过度分散计数数据的分析。仿真结果表明,ZINB模型为治疗效果提供了准确的估计,而其他三个模型产生了有偏差的估计。当基线率较低时,从ZINB模型获得的推断统计是可靠的。然而,当数据过度分散但不是零膨胀时,ZINB和ZIP模型在准确估计治疗效果方面均表现不佳。这些发现有助于我们理解使用GLMM处理SCED中的零膨胀和过度分散的计数数据。的影响,局限性,并对未来的研究方向进行了展望。
    Count outcomes are frequently encountered in single-case experimental designs (SCEDs). Generalized linear mixed models (GLMMs) have shown promise in handling overdispersed count data. However, the presence of excessive zeros in the baseline phase of SCEDs introduces a more complex issue known as zero-inflation, often overlooked by researchers. This study aimed to deal with zero-inflated and overdispersed count data within a multiple-baseline design (MBD) in single-case studies. It examined the performance of various GLMMs (Poisson, negative binomial [NB], zero-inflated Poisson [ZIP], and zero-inflated negative binomial [ZINB] models) in estimating treatment effects and generating inferential statistics. Additionally, a real example was used to demonstrate the analysis of zero-inflated and overdispersed count data. The simulation results indicated that the ZINB model provided accurate estimates for treatment effects, while the other three models yielded biased estimates. The inferential statistics obtained from the ZINB model were reliable when the baseline rate was low. However, when the data were overdispersed but not zero-inflated, both the ZINB and ZIP models exhibited poor performance in accurately estimating treatment effects. These findings contribute to our understanding of using GLMMs to handle zero-inflated and overdispersed count data in SCEDs. The implications, limitations, and future research directions are also discussed.
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  • 文章类型: Journal Article
    患有原发性精神病的人是住院精神病学中最常见的。治疗指南推荐药物和心理治疗。然而,在许多情况下,心理治疗并不常规提供。在住院环境中,对于这种脆弱人群的心理治疗也缺乏研究。当前研究的第一个目的是检查接受和承诺疗法的简短形式对治疗接受者重视的结果的治疗效果。第二个目标是探索随着时间的推移与结果相关的假设变化过程。三名原发性精神病患者接受了两到四次治疗。采用具有跨受试者的多个基线的复制的单病例实验设计(临床试验登记号IDNCT04704973)来检查治疗效果。个人问卷(PQ)被用作主要结果,症状可信度和专注度作为拟议的变化过程。使用目视检查分析数据,Tau-U值的计算,和交叉滞后相关性。所有参与者在PQ和症状专注度方面均有显着改善。两者在症状可信度测量上有明显改善。交叉滞后相关性分析显示没有明确的中介作用。拟议的变化过程和主要结果的变化主要伴随发生,尽管结果的模式反映了个体差异。
    People with primary psychosis are among the most seen in inpatient psychiatry. Treatment guidelines recommend both pharmacological and psychological treatments. However, psychological treatments are not routinely offered in many settings. There is also a lack of research on psychological treatments for this vulnerable population in the inpatient setting. The first aim of the current study was to examine treatment effects of a brief form of Acceptance and Commitment Therapy on outcomes valued by the treatment recipients. The second aim was to explore hypothetical processes of change in relation to outcomes over time. Three people with primary psychosis were treated for two to four sessions. A replicated single-case experimental design with multiple baselines across subjects (Clinical Trials registration number ID NCT04704973) was employed to examine treatment effects. The Personal Questionnaire (PQ) was used as primary outcome, symptom believability and preoccupation as proposed processes of change. Data were analyzed using visual inspection, calculation of Tau-U values, and cross-lagged correlation. All participants improved significantly on PQ and the symptom preoccupation measure. Two improved significantly on the symptom believability measure. Cross-lagged correlation analyses showed no clear mediation. Change in proposed processes of change and primary outcome predominantly happened concomitantly, although patterns of results reflected individual differences.
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